{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T08:45:57Z","timestamp":1771922757601,"version":"3.50.1"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,25]]},"DOI":"10.1109\/snams67467.2025.11391191","type":"proceedings-article","created":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T20:45:45Z","timestamp":1771879545000},"page":"418-423","source":"Crossref","is-referenced-by-count":0,"title":["Survey of Deep Learning in Melanoma Detection"],"prefix":"10.1109","author":[{"given":"Ali","family":"Al-Yousef","sequence":"first","affiliation":[{"name":"Yarmouk University,Irbid,Jordan"}]},{"given":"Rami","family":"Mohawesh","sequence":"additional","affiliation":[{"name":"Yarmouk University,Irbid,Jordan"}]},{"given":"Moy\u2019Awiah","family":"Al-Shannaq","sequence":"additional","affiliation":[{"name":"Yarmouk University,Irbid,Jordan"}]},{"given":"Ahmad A.","family":"Saifan","sequence":"additional","affiliation":[{"name":"Yarmouk University,Irbid,Jordan"}]},{"given":"Mohannad","family":"Alkhalaileh","sequence":"additional","affiliation":[{"name":"Al Ain University,Al Ain,UAE"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Skin cancers","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0190-9622(94)70061-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.243"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2015.7298594"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363576"},{"key":"ref7","article-title":"An image is worth 16 % 16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv preprint arXiv:2010.11929"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1109\/ISBI.2018.8363547","article-title":"Skin lesion analysis toward melanoma detection: A challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), hosted by the International Skin Imaging Collaboration (ISIC)","volume-title":"arXiv preprint arXiv:1902.03368","author":"Codella"},{"issue":"2","key":"ref9","first-page":"39","article-title":"Explainable artificial intelligence: Understanding, visualizing and interpreting deep learning models","volume":"61","author":"Samek","year":"2019","journal-title":"*IT - Information Technology*"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0186-1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref12","article-title":"Results of the ISIC 2019 challenge on skin lesion analysis toward melanoma detection","author":"Marchetti","year":"2020","journal-title":"*arXiv preprint arXiv:2001.05646"},{"key":"ref13","article-title":"Skin lesion analysis toward melanoma detection: A challenge at ISBI 2016 hosted by the International Skin Imaging Collaboration (ISIC)","author":"Codella","year":"2019","journal-title":"arXiv preprint arXiv:1902.03368"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2013.6610779"},{"key":"ref16","article-title":"DermNet: Dermatology Image Database","year":"2025"},{"key":"ref17","first-page":"145","article-title":"MED-NODE: A computer-aided melanoma diagnosis system based on dermoscopic images","volume-title":"2017 IEEE 14th Int. Symp. Biomed. Imaging (ISBI)","author":"Setio"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1148\/radiology.143.1.7063747"},{"issue":"2","key":"ref19","first-page":"39","article-title":"Explainable artificial intelligence: Understanding, visualizing and interpreting deep learning models","volume":"61","author":"Samek","year":"2019","journal-title":"IT - Information Technology"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/nature21056"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref22","article-title":"A critical review of recurrent neural networks for sequence learning","author":"Lipton","year":"2015","journal-title":"arXiv preprint arXiv:1506.00019"},{"key":"ref23","article-title":"Skin lesion analysis toward melanoma detection: A challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)","volume-title":"arXiv preprint arXiv:1803.10417","author":"Codella"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.36334\/modsim.2011.c1.alyousef"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2013.6610779"},{"key":"ref27","article-title":"DermNet: Skin disease image library","author":"NZ","year":"2025"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-025-01182-x"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-023-00788-y"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1007\/s11227-025-07636-6","article-title":"A New Multilingual Framework for Fake Reviews Detection Based on a Large Language Model","author":"Mohawesh","year":"2025"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-89647-0"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref34","first-page":"170","article-title":"Combining deep convolutional neural network with handcrafted features for skin lesion classification","volume":"8","author":"Chen","year":"2020","journal-title":"IEEE Access"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref36","first-page":"689","article-title":"MED-NODE: A computer-aided melanoma diagnosis system based on dermoscopic images","volume-title":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI)","author":"Setio"},{"issue":"12","key":"ref37","article-title":"Sentiment analysis of COVID-19 vaccine with deep learning","volume":"100","author":"Nuser","year":"2022","journal-title":"Journal of Theoretical and Applied Information Technology"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.15849\/ijasca.241130.09"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1504\/ijmei.2021.114890"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-69250-1"}],"event":{"name":"2025 12th International Conference on Social Networks Analysis, Management and Security (SNAMS)","location":"Vienna, Austria","start":{"date-parts":[[2025,11,25]]},"end":{"date-parts":[[2025,11,28]]}},"container-title":["2025 12th International Conference on Social Networks Analysis, Management and Security (SNAMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11390733\/11390881\/11391191.pdf?arnumber=11391191","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T07:40:49Z","timestamp":1771918849000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11391191\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,25]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/snams67467.2025.11391191","relation":{},"subject":[],"published":{"date-parts":[[2025,11,25]]}}}